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The Mutable Default Argument Trap That Catches Every Developer (Complete Version)
Why your Python function remembers the last call — mutable default arguments
14. Python Gotchas & Pro Habits — Mutable Defaults, is vs ==, EAFP & PEP 8
Avoiding Mutable Default Arguments in Python Functions
Python Functions + the Mutable Default Argument Trap | Zero to Expert #5
Python Default Argument Trap (Evaluated Once) | Zero to Pro #35
The Bug Hiding in Your Default Arguments — Python Copy & Memory | Ep 69
Python Series – Day 13 | Scope, LEGB & Default Arguments
The Mutable Default Argument Trap That Catches Every Developer
100,000 Python Repos Have This Bug (Mutable Default Arguments) #shorts
Python Full Course Basics for Beginners: 15 Interview-Ready Concepts in 10 Minutes
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Last Updated: October 14, 2026
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Summary
... not boxes ✓ Shallow copy vs Deep copy (and when each fails) ✓ The Variables, mutability, list vs dict vs set, comprehensions, error handling, the